Hybrid parameter adaptation strategy for differential evolution to solve real-world problems.
Mokhtar EssaidMathieu BrévilliersJulien LepagnotLhassane IdoumgharDaniel FodoreanPublished in: CEC (2019)
Keyphrases
- differential evolution
- evolutionary algorithm
- evolutionary strategy
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- optimization algorithm
- test functions
- particle swarm optimization pso
- optimization method
- constrained optimization problems
- evolution strategy
- mutation operator
- multi objective optimization
- genetic algorithm
- numerical optimization problems
- function optimization problems
- hybrid algorithm
- control parameters
- premature convergence
- evolutionary programming
- direct search
- harmony search
- artificial bee colony
- biogeography based optimization
- global optimization problems
- adaptive differential evolution
- parameter optimization
- evolutionary computation
- initial population
- crossover operator
- multi objective optimization problems
- particle swarm
- particle swarm optimization algorithm
- pso algorithm